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Молекулярно докиране×Хомоложно моделиране×Топология на мрежи от протеин-протеинни взаимодействия (PPI)×QSAR×
ОбластБиоинформатикаБиоинформатикаБиоинформатикаБиоинформатика
СемействоProcess / pipelineProcess / pipelineProcess / pipelineProcess / pipeline
Година на възникване1982199320001964
СъздателIrwin KuntzAndrej SaliPeter UetzCorwin Hansch
ТипBinding prediction pipelineComparative structure prediction pipelineNetwork analysis pipelineRegression-based predictive modeling pipeline
Основополагащ източникKuntz, I. D., Blaney, J. M., Oatley, S. J., Langridge, R., & Ferrin, T. E. (1982). A geometric approach to macromolecule-ligand interactions. Journal of Molecular Biology, 161(2), 269-288. DOI ↗Sali, A. & Blundell, T. L. (1993). Comparative protein modelling by satisfaction of spatial restraints. Journal of Molecular Biology, 234(3), 779-815. DOI ↗Uetz, P., Giot, L., Cagney, G., Mansfield, T. A., Judson, R. S., Knight, J. R., ... & Lomax, J. (2000). A comprehensive analysis of protein-protein interactions in Saccharomyces cerevisiae. Nature, 403(6770), 623-627. DOI ↗Hansch, C. & Fujita, T. (1964). Rho-sigma-pi analysis. A method for the correlation of biological activity and chemical structure. Journal of the American Chemical Society, 86(8), 1616-1626. DOI ↗
Други названияprotein-ligand docking, binding predictioncomparative modeling, template-based modelingprotein interaction networks, interactome analysis, network topologyQSAR model, quantitative structure-activity relationship
Свързани4433
РезюмеMolecular docking predicts the preferred binding orientation and affinity of a ligand (small molecule) within a protein binding pocket. Pioneered by Kuntz and colleagues in 1982, this computational method searches conformational space to find energetically favorable ligand-protein complexes, enabling rapid screening of chemical libraries for drug discovery.Homology modeling, also called comparative modeling, predicts the three-dimensional structure of a protein using an experimentally-solved structure of a homologous protein as a template. Introduced by Sali and Blundell in 1993, this method exploits the principle that homologous proteins share similar spatial structures despite differing in amino acid sequence.Protein-protein interaction network analysis identifies and characterizes the structural properties of cellular interaction networks. Pioneered by Uetz and colleagues through large-scale yeast two-hybrid screening, this approach reveals topological features like hubs, modules, and motifs that encode functional organization and disease associations.Quantitative Structure-Activity Relationship (QSAR) modeling predicts biological activity from molecular structure using statistical or machine learning models. Pioneered by Hansch in 1964, QSAR correlates numerical molecular descriptors with measured bioactivity, enabling prediction of activity for untested compounds and rational lead optimization.
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ScholarGateСравнение на методи: Molecular Docking · Homology Modeling · PPI Network Topology · QSAR. Извлечено на 2026-06-20 от https://scholargate.app/bg/compare